JP7638398B2 - 行動検出方法、電子機器およびコンピュータ読み取り可能な記憶媒体 - Google Patents
行動検出方法、電子機器およびコンピュータ読み取り可能な記憶媒体 Download PDFInfo
- Publication number
- JP7638398B2 JP7638398B2 JP2023565608A JP2023565608A JP7638398B2 JP 7638398 B2 JP7638398 B2 JP 7638398B2 JP 2023565608 A JP2023565608 A JP 2023565608A JP 2023565608 A JP2023565608 A JP 2023565608A JP 7638398 B2 JP7638398 B2 JP 7638398B2
- Authority
- JP
- Japan
- Prior art keywords
- video image
- frames
- feature
- behavior
- image frame
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/09—Supervised learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- Multimedia (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Data Mining & Analysis (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Biophysics (AREA)
- General Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Databases & Information Systems (AREA)
- Medical Informatics (AREA)
- Human Computer Interaction (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Image Analysis (AREA)
- Closed-Circuit Television Systems (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110459730.8 | 2021-04-27 | ||
| CN202110459730.8A CN115346143A (zh) | 2021-04-27 | 2021-04-27 | 行为检测方法、电子设备、计算机可读介质 |
| PCT/CN2022/088692 WO2022228325A1 (fr) | 2021-04-27 | 2022-04-24 | Procédé de détection de comportement, dispositif électronique et support d'enregistrement lisible par ordinateur |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JP2024516642A JP2024516642A (ja) | 2024-04-16 |
| JP7638398B2 true JP7638398B2 (ja) | 2025-03-03 |
Family
ID=83847819
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2023565608A Active JP7638398B2 (ja) | 2021-04-27 | 2022-04-24 | 行動検出方法、電子機器およびコンピュータ読み取り可能な記憶媒体 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US20240221426A1 (fr) |
| EP (1) | EP4332910A4 (fr) |
| JP (1) | JP7638398B2 (fr) |
| CN (1) | CN115346143A (fr) |
| WO (1) | WO2022228325A1 (fr) |
Families Citing this family (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US12462525B2 (en) * | 2021-10-21 | 2025-11-04 | The Toronto-Dominion Bank | Co-learning object and relationship detection with density aware loss |
| CN115761640B (zh) * | 2022-11-22 | 2025-12-23 | 上海交通大学 | 一种基于行人姿态的特定行为检测方法及系统 |
| CN116597344B (zh) * | 2023-04-19 | 2025-10-03 | 济南博观智能科技有限公司 | 一种高空抛物识别方法、设备及介质 |
| CN116385948B (zh) * | 2023-06-07 | 2023-09-15 | 成都考拉悠然科技有限公司 | 一种预警铁路边坡异常的系统和方法 |
| CN117079346A (zh) * | 2023-08-01 | 2023-11-17 | 上海云从企业发展有限公司 | 行为识别方法、系统、电子设备及存储介质 |
| CN117315771A (zh) * | 2023-08-28 | 2023-12-29 | 北京天元创新科技有限公司 | 使用手机行为识别方法、装置、电子设备及存储介质 |
| CN119169536B (zh) * | 2024-11-20 | 2025-05-30 | 青岛宝森网络科技有限公司 | 一种基于多源数据融合的智能视频监控方法及系统 |
| CN119606319B (zh) * | 2024-12-05 | 2026-04-21 | 北京鑫创数字科技股份有限公司 | 一种基于数据分析的穿戴式设备监测方法 |
| CN119893163A (zh) * | 2025-01-09 | 2025-04-25 | 重庆赛力斯凤凰智创科技有限公司 | 视频文件检测方法、装置、电子设备及存储介质 |
Family Cites Families (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10049279B2 (en) * | 2016-03-11 | 2018-08-14 | Qualcomm Incorporated | Recurrent networks with motion-based attention for video understanding |
| CN111310516B (zh) * | 2018-12-11 | 2023-08-29 | 杭州海康威视数字技术股份有限公司 | 一种行为识别方法和装置 |
| US10937156B2 (en) * | 2019-01-31 | 2021-03-02 | Bay Labs, Inc. | Saliency mapping of imagery during artificially intelligent image classification |
| US11615319B2 (en) * | 2019-07-15 | 2023-03-28 | Meta Platforms Technologies, Llc | System and method for shift-based information mixing across channels for shufflenet-like neural networks |
| US20210081672A1 (en) * | 2019-09-13 | 2021-03-18 | Nec Laboratories America, Inc | Spatio-temporal interactions for video understanding |
| CN111242068B (zh) * | 2020-01-17 | 2021-03-02 | 科大讯飞(苏州)科技有限公司 | 基于视频的行为识别方法、装置、电子设备和存储介质 |
| CN111401149B (zh) * | 2020-02-27 | 2022-05-13 | 西北工业大学 | 基于长短期时域建模算法的轻量级视频行为识别方法 |
| CN112016461B (zh) * | 2020-08-28 | 2024-06-11 | 深圳市信义科技有限公司 | 一种多目标的行为识别方法及系统 |
| CN113392725B (zh) * | 2021-05-26 | 2022-10-18 | 苏州易航远智智能科技有限公司 | 基于视频数据的行人过街意图识别方法 |
-
2021
- 2021-04-27 CN CN202110459730.8A patent/CN115346143A/zh active Pending
-
2022
- 2022-04-24 JP JP2023565608A patent/JP7638398B2/ja active Active
- 2022-04-24 WO PCT/CN2022/088692 patent/WO2022228325A1/fr not_active Ceased
- 2022-04-24 EP EP22794796.7A patent/EP4332910A4/fr active Pending
- 2022-04-24 US US18/287,617 patent/US20240221426A1/en active Pending
Non-Patent Citations (1)
| Title |
|---|
| Ji Lin, Chuang Gan, Song Han,TSM: Temporal Shift Module for Efficient Video Understanding,2019 IEEE/CVF International Conference on Computer Vision (ICCV),米国,IEEE,2019年10月27日,pp. 7082-7092,https://ieeexplore.ieee.org/document/9008827/ |
Also Published As
| Publication number | Publication date |
|---|---|
| EP4332910A1 (fr) | 2024-03-06 |
| JP2024516642A (ja) | 2024-04-16 |
| WO2022228325A1 (fr) | 2022-11-03 |
| CN115346143A (zh) | 2022-11-15 |
| US20240221426A1 (en) | 2024-07-04 |
| EP4332910A4 (fr) | 2025-03-19 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP7638398B2 (ja) | 行動検出方法、電子機器およびコンピュータ読み取り可能な記憶媒体 | |
| Kalsotra et al. | Background subtraction for moving object detection: explorations of recent developments and challenges | |
| KR101640998B1 (ko) | 화상 처리 장치 및 화상 처리 방법 | |
| CN111723773B (zh) | 遗留物检测方法、装置、电子设备及可读存储介质 | |
| CN112232140B (zh) | 人群计数方法、装置、电子设备及计算机存储介质 | |
| CN110458095A (zh) | 一种有效手势的识别方法、控制方法、装置和电子设备 | |
| EP4035070B1 (fr) | Procédé et serveur pour faciliter un entraînement amélioré d'un processus supervisé d'apprentissage automatique | |
| CN112507860A (zh) | 一种视频标注方法、装置、设备及存储介质 | |
| KR102476022B1 (ko) | 얼굴검출 방법 및 그 장치 | |
| CN111368634B (zh) | 基于神经网络的人头检测方法、系统及存储介质 | |
| CN111814690B (zh) | 一种目标重识别方法、装置和计算机可读存储介质 | |
| US20230386185A1 (en) | Statistical model-based false detection removal algorithm from images | |
| CN119672613B (zh) | 一种基于云计算的监控视频信息智能处理系统 | |
| CN111226226A (zh) | 基于运动的对象检测方法及其对象检测装置和电子设备 | |
| CN114821441B (zh) | 联合ads-b信息的基于深度学习的机场场面运动目标识别方法 | |
| CN112989869B (zh) | 人脸质量检测模型的优化方法、装置、设备及存储介质 | |
| Yang et al. | Video anomaly detection for surveillance based on effective frame area | |
| CN116543261B (zh) | 用于图像识别的模型训练方法、图像识别方法设备及介质 | |
| CN114913442A (zh) | 一种异常行为检测方法、装置及计算机存储介质 | |
| Kapoor | A video surveillance detection of moving object using deep learning | |
| CN114550060B (zh) | 周界入侵识别方法、系统及电子设备 | |
| US20210287051A1 (en) | Methods and systems for recognizing object using machine learning model | |
| CN115131826B (zh) | 物品检测识别方法、网络模型的训练方法和装置 | |
| CN117671584A (zh) | 人员聚集区域的检测方法、装置、设备、介质及产品 | |
| CN116363628A (zh) | 标志检测方法、装置、非易失性存储介质及计算机设备 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20231025 |
|
| A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20240820 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20241008 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20250107 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20250212 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20250218 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7638398 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |